Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 18628 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 99.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 5 |
| Numeric | 9 |
N_DiaMes is highly overall correlated with Dia_SIN | High correlation |
N_Mes is highly overall correlated with Mes_SIN | High correlation |
DiaSem_SIN is highly overall correlated with DiaSem and 1 other fields | High correlation |
DiaSem_COS is highly overall correlated with DiaSem and 1 other fields | High correlation |
Dia_SIN is highly overall correlated with N_DiaMes | High correlation |
Mes_SIN is highly overall correlated with N_Mes | High correlation |
DiaSem is highly overall correlated with DiaSem_SIN and 2 other fields | High correlation |
Clasif_Lab is highly overall correlated with DiaSem_SIN and 2 other fields | High correlation |
Clasif_Fest is highly imbalanced (80.6%) | Imbalance |
Lab_PrevioFest is highly imbalanced (86.3%) | Imbalance |
Lab_PostFest is highly imbalanced (85.2%) | Imbalance |
DiaSem is uniformly distributed | Uniform |
Fecha has unique values | Unique |
DiaSem_SIN has 2661 (14.3%) zeros | Zeros |
Dia_SIN has 612 (3.3%) zeros | Zeros |
Mes_SIN has 1581 (8.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-21 13:53:14.999671 |
|---|---|
| Analysis finished | 2023-10-21 13:53:30.853030 |
| Duration | 15.85 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Fecha
Date
| Distinct | 18628 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 145.7 KiB |
| Minimum | 2000-01-01 00:00:00 |
|---|---|
| Maximum | 2050-12-31 00:00:00 |
Histogram with fixed size bins (bins=50)
DiaSem
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.7 KiB |
| Sabado | |
|---|---|
| Domingo | |
| Jueves | |
| Lunes | |
| Martes | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.5713979 |
| Min length | 5 |
Characters and Unicode
| Total characters | 122412 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sabado |
|---|---|
| 2nd row | Domingo |
| 3rd row | Lunes |
| 4th row | Martes |
| 5th row | Miercoles |
Common Values
| Value | Count | Frequency (%) |
| Sabado | 2662 | |
| Domingo | 2661 | |
| Jueves | 2661 | |
| Lunes | 2661 | |
| Martes | 2661 | |
| Miercoles | 2661 | |
| Viernes | 2661 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sabado | 2662 | |
| domingo | 2661 | |
| jueves | 2661 | |
| lunes | 2661 | |
| martes | 2661 | |
| miercoles | 2661 | |
| viernes | 2661 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 21288 | |
| s | 13305 | |
| o | 10645 | 8.7% |
| a | 7985 | 6.5% |
| r | 7983 | 6.5% |
| i | 7983 | 6.5% |
| n | 7983 | 6.5% |
| u | 5322 | 4.3% |
| M | 5322 | 4.3% |
| S | 2662 | 2.2% |
| Other values (12) | 31934 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 103784 | |
| Uppercase Letter | 18628 | 15.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 21288 | |
| s | 13305 | |
| o | 10645 | |
| a | 7985 | 7.7% |
| r | 7983 | 7.7% |
| i | 7983 | 7.7% |
| n | 7983 | 7.7% |
| u | 5322 | 5.1% |
| d | 2662 | 2.6% |
| b | 2662 | 2.6% |
| Other values (6) | 15966 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5322 | |
| S | 2662 | |
| J | 2661 | |
| D | 2661 | |
| L | 2661 | |
| V | 2661 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 122412 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 21288 | |
| s | 13305 | |
| o | 10645 | 8.7% |
| a | 7985 | 6.5% |
| r | 7983 | 6.5% |
| i | 7983 | 6.5% |
| n | 7983 | 6.5% |
| u | 5322 | 4.3% |
| M | 5322 | 4.3% |
| S | 2662 | 2.2% |
| Other values (12) | 31934 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 122412 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 21288 | |
| s | 13305 | |
| o | 10645 | 8.7% |
| a | 7985 | 6.5% |
| r | 7983 | 6.5% |
| i | 7983 | 6.5% |
| n | 7983 | 6.5% |
| u | 5322 | 4.3% |
| M | 5322 | 4.3% |
| S | 2662 | 2.2% |
| Other values (12) | 31934 |
N_DiaMes
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.729815 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8004035 |
|---|---|
| Coefficient of variation (CV) | 0.55947278 |
| Kurtosis | -1.1940459 |
| Mean | 15.729815 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0067451021 |
| Sum | 293015 |
| Variance | 77.447102 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 612 | 3.3% |
| 2 | 612 | 3.3% |
| 28 | 612 | 3.3% |
| 27 | 612 | 3.3% |
| 26 | 612 | 3.3% |
| 25 | 612 | 3.3% |
| 24 | 612 | 3.3% |
| 23 | 612 | 3.3% |
| 22 | 612 | 3.3% |
| 21 | 612 | 3.3% |
| Other values (21) | 12508 |
| Value | Count | Frequency (%) |
| 1 | 612 | |
| 2 | 612 | |
| 3 | 612 | |
| 4 | 612 | |
| 5 | 612 | |
| 6 | 612 | |
| 7 | 612 | |
| 8 | 612 | |
| 9 | 612 | |
| 10 | 612 |
| Value | Count | Frequency (%) |
| 31 | 357 | |
| 30 | 561 | |
| 29 | 574 | |
| 28 | 612 | |
| 27 | 612 | |
| 26 | 612 | |
| 25 | 612 | |
| 24 | 612 | |
| 23 | 612 | |
| 22 | 612 |
N_Mes
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5228688 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4488124 |
|---|---|
| Coefficient of variation (CV) | 0.52872632 |
| Kurtosis | -1.2080784 |
| Mean | 6.5228688 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0092717818 |
| Sum | 121508 |
| Variance | 11.894307 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 1581 | |
| 3 | 1581 | |
| 5 | 1581 | |
| 7 | 1581 | |
| 8 | 1581 | |
| 10 | 1581 | |
| 12 | 1581 | |
| 4 | 1530 | |
| 6 | 1530 | |
| 9 | 1530 | |
| Other values (2) | 2971 |
| Value | Count | Frequency (%) |
| 1 | 1581 | |
| 2 | 1441 | |
| 3 | 1581 | |
| 4 | 1530 | |
| 5 | 1581 | |
| 6 | 1530 | |
| 7 | 1581 | |
| 8 | 1581 | |
| 9 | 1530 | |
| 10 | 1581 |
| Value | Count | Frequency (%) |
| 12 | 1581 | |
| 11 | 1530 | |
| 10 | 1581 | |
| 9 | 1530 | |
| 8 | 1581 | |
| 7 | 1581 | |
| 6 | 1530 | |
| 5 | 1581 | |
| 4 | 1530 | |
| 3 | 1581 |
N_Ano
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2024.9993 |
| Minimum | 2000 |
|---|---|
| Maximum | 2050 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2002 |
| Q1 | 2012 |
| median | 2025 |
| Q3 | 2038 |
| 95-th percentile | 2048 |
| Maximum | 2050 |
| Range | 50 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 14.720194 |
|---|---|
| Coefficient of variation (CV) | 0.0072692342 |
| Kurtosis | -1.2009234 |
| Mean | 2024.9993 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -5.0292677 × 10-6 |
| Sum | 37721687 |
| Variance | 216.68411 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2000 | 366 | 2.0% |
| 2044 | 366 | 2.0% |
| 2032 | 366 | 2.0% |
| 2024 | 366 | 2.0% |
| 2020 | 366 | 2.0% |
| 2036 | 366 | 2.0% |
| 2016 | 366 | 2.0% |
| 2012 | 366 | 2.0% |
| 2040 | 366 | 2.0% |
| 2008 | 366 | 2.0% |
| Other values (41) | 14968 |
| Value | Count | Frequency (%) |
| 2000 | 366 | |
| 2001 | 365 | |
| 2002 | 365 | |
| 2003 | 365 | |
| 2004 | 366 | |
| 2005 | 365 | |
| 2006 | 365 | |
| 2007 | 365 | |
| 2008 | 366 | |
| 2009 | 365 |
| Value | Count | Frequency (%) |
| 2050 | 365 | |
| 2049 | 365 | |
| 2048 | 366 | |
| 2047 | 365 | |
| 2046 | 365 | |
| 2045 | 365 | |
| 2044 | 366 | |
| 2043 | 365 | |
| 2042 | 365 | |
| 2041 | 365 |
Clasif_Lab
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| Laborable | |
|---|---|
| No Laborable |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 9.8572579 |
| Min length | 9 |
Characters and Unicode
| Total characters | 183621 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No Laborable |
|---|---|
| 2nd row | No Laborable |
| 3rd row | Laborable |
| 4th row | Laborable |
| 5th row | Laborable |
Common Values
| Value | Count | Frequency (%) |
| Laborable | 13305 | |
| No Laborable | 5323 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| laborable | 18628 | |
| no | 5323 | 22.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 37256 | |
| b | 37256 | |
| o | 23951 | |
| L | 18628 | |
| r | 18628 | |
| l | 18628 | |
| e | 18628 | |
| N | 5323 | 2.9% |
| 5323 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 154347 | |
| Uppercase Letter | 23951 | 13.0% |
| Space Separator | 5323 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 37256 | |
| b | 37256 | |
| o | 23951 | |
| r | 18628 | |
| l | 18628 | |
| e | 18628 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 18628 | |
| N | 5323 | 22.2% |
Space Separator
| Value | Count | Frequency (%) |
| 5323 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 178298 | |
| Common | 5323 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 37256 | |
| b | 37256 | |
| o | 23951 | |
| L | 18628 | |
| r | 18628 | |
| l | 18628 | |
| e | 18628 | |
| N | 5323 | 3.0% |
Common
| Value | Count | Frequency (%) |
| 5323 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 183621 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 37256 | |
| b | 37256 | |
| o | 23951 | |
| L | 18628 | |
| r | 18628 | |
| l | 18628 | |
| e | 18628 | |
| N | 5323 | 2.9% |
| 5323 | 2.9% |
Clasif_Fest
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| No Festivo | |
|---|---|
| Festivo | 556 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.9104574 |
| Min length | 7 |
Characters and Unicode
| Total characters | 184612 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Festivo |
|---|---|
| 2nd row | No Festivo |
| 3rd row | No Festivo |
| 4th row | No Festivo |
| 5th row | No Festivo |
Common Values
| Value | Count | Frequency (%) |
| No Festivo | 18072 | |
| Festivo | 556 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| festivo | 18628 | |
| no | 18072 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 36700 | |
| F | 18628 | |
| e | 18628 | |
| s | 18628 | |
| t | 18628 | |
| i | 18628 | |
| v | 18628 | |
| N | 18072 | |
| 18072 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 129840 | |
| Uppercase Letter | 36700 | 19.9% |
| Space Separator | 18072 | 9.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 36700 | |
| e | 18628 | |
| s | 18628 | |
| t | 18628 | |
| i | 18628 | |
| v | 18628 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 18628 | |
| N | 18072 |
Space Separator
| Value | Count | Frequency (%) |
| 18072 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 166540 | |
| Common | 18072 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 36700 | |
| F | 18628 | |
| e | 18628 | |
| s | 18628 | |
| t | 18628 | |
| i | 18628 | |
| v | 18628 | |
| N | 18072 |
Common
| Value | Count | Frequency (%) |
| 18072 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 184612 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 36700 | |
| F | 18628 | |
| e | 18628 | |
| s | 18628 | |
| t | 18628 | |
| i | 18628 | |
| v | 18628 | |
| N | 18072 | |
| 18072 |
Lab_PrevioFest
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 145.7 KiB |
| 0 | |
|---|---|
| 1 | 359 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18628 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18269 | |
| 1 | 359 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 18269 | |
| 1 | 359 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18269 | |
| 1 | 359 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18628 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18269 | |
| 1 | 359 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18628 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18269 | |
| 1 | 359 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18628 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18269 | |
| 1 | 359 | 1.9% |
Lab_PostFest
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 145.7 KiB |
| 0 | |
|---|---|
| 1 | 396 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18628 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18232 | |
| 1 | 396 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 18232 | |
| 1 | 396 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18232 | |
| 1 | 396 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18628 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18232 | |
| 1 | 396 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18628 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18232 | |
| 1 | 396 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18628 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18232 | |
| 1 | 396 | 2.1% |
DiaSem_SIN
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.2336693 × 10-5 |
| Minimum | -0.97492791 |
|---|---|
| Maximum | 0.97492791 |
| Zeros | 2661 |
| Zeros (%) | 14.3% |
| Negative | 7984 |
| Negative (%) | 42.9% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | -0.97492791 |
|---|---|
| 5-th percentile | -0.97492791 |
| Q1 | -0.78183148 |
| median | 0 |
| Q3 | 0.78183148 |
| 95-th percentile | 0.97492791 |
| Maximum | 0.97492791 |
| Range | 1.9498558 |
| Interquartile range (IQR) | 1.563663 |
Descriptive statistics
| Standard deviation | 0.70714286 |
|---|---|
| Coefficient of variation (CV) | -13511.417 |
| Kurtosis | -1.5001122 |
| Mean | -5.2336693 × 10-5 |
| Median Absolute Deviation (MAD) | 0.78183148 |
| Skewness | 8.1356464 × 10-5 |
| Sum | -0.97492791 |
| Variance | 0.50005102 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| -0.9749279122 | 2662 | |
| -0.7818314825 | 2661 | |
| 0 | 2661 | |
| 0.7818314825 | 2661 | |
| 0.9749279122 | 2661 | |
| 0.4338837391 | 2661 | |
| -0.4338837391 | 2661 |
| Value | Count | Frequency (%) |
| -0.9749279122 | 2662 | |
| -0.7818314825 | 2661 | |
| -0.4338837391 | 2661 | |
| 0 | 2661 | |
| 0.4338837391 | 2661 | |
| 0.7818314825 | 2661 | |
| 0.9749279122 | 2661 |
| Value | Count | Frequency (%) |
| 0.9749279122 | 2661 | |
| 0.7818314825 | 2661 | |
| 0.4338837391 | 2661 | |
| 0 | 2661 | |
| -0.4338837391 | 2661 | |
| -0.7818314825 | 2661 | |
| -0.9749279122 | 2662 |
DiaSem_COS
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.1945509 × 10-5 |
| Minimum | -0.90096887 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10645 |
| Negative (%) | 57.1% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | -0.90096887 |
|---|---|
| 5-th percentile | -0.90096887 |
| Q1 | -0.90096887 |
| median | -0.22252093 |
| Q3 | 0.6234898 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1.9009689 |
| Interquartile range (IQR) | 1.5244587 |
Descriptive statistics
| Standard deviation | 0.70710866 |
|---|---|
| Coefficient of variation (CV) | -59194.521 |
| Kurtosis | -1.5000154 |
| Mean | -1.1945509 × 10-5 |
| Median Absolute Deviation (MAD) | 0.67844793 |
| Skewness | 4.9012569 × 10-5 |
| Sum | -0.22252093 |
| Variance | 0.50000266 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| -0.222520934 | 2662 | |
| 0.6234898019 | 2661 | |
| 1 | 2661 | |
| 0.6234898019 | 2661 | |
| -0.222520934 | 2661 | |
| -0.9009688679 | 2661 | |
| -0.9009688679 | 2661 |
| Value | Count | Frequency (%) |
| -0.9009688679 | 2661 | |
| -0.9009688679 | 2661 | |
| -0.222520934 | 2662 | |
| -0.222520934 | 2661 | |
| 0.6234898019 | 2661 | |
| 0.6234898019 | 2661 | |
| 1 | 2661 |
| Value | Count | Frequency (%) |
| 1 | 2661 | |
| 0.6234898019 | 2661 | |
| 0.6234898019 | 2661 | |
| -0.222520934 | 2661 | |
| -0.222520934 | 2662 | |
| -0.9009688679 | 2661 | |
| -0.9009688679 | 2661 |
Dia_SIN
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1030083 × 10-18 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 612 |
| Zeros (%) | 3.3% |
| Negative | 8887 |
| Negative (%) | 47.7% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.98846832 |
| Q1 | -0.72479279 |
| median | 0 |
| Q3 | 0.72479279 |
| 95-th percentile | 0.98846832 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 1.4495856 |
Descriptive statistics
| Standard deviation | 0.70706882 |
|---|---|
| Coefficient of variation (CV) | 1.1585579 × 1017 |
| Kurtosis | -1.4998389 |
| Mean | 6.1030083 × 10-18 |
| Median Absolute Deviation (MAD) | 0.72479279 |
| Skewness | -3.257887 × 10-17 |
| Sum | 5.6843419 × 10-14 |
| Variance | 0.49994631 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 612 | 3.3% |
| -0.101168322 | 357 | 1.9% |
| 0.2012985201 | 357 | 1.9% |
| -0.2012985201 | 357 | 1.9% |
| -0.5712682151 | 357 | 1.9% |
| -0.7247927872 | 357 | 1.9% |
| -0.8486442575 | 357 | 1.9% |
| -0.9377521321 | 357 | 1.9% |
| -0.9884683243 | 357 | 1.9% |
| -0.9987165072 | 357 | 1.9% |
| Other values (102) | 14803 |
| Value | Count | Frequency (%) |
| -1 | 41 | 0.2% |
| -0.9987165072 | 357 | |
| -0.9985334139 | 10 | 0.1% |
| -0.9945218954 | 204 | |
| -0.9945218954 | 204 | |
| -0.9884683243 | 357 | |
| -0.9868265225 | 10 | 0.1% |
| -0.9749279122 | 82 | 0.4% |
| -0.9680771189 | 357 | |
| -0.9635499925 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 41 | 0.2% |
| 0.9987165072 | 357 | |
| 0.9985334139 | 10 | 0.1% |
| 0.9945218954 | 204 | |
| 0.9945218954 | 204 | |
| 0.9884683243 | 357 | |
| 0.9868265225 | 10 | 0.1% |
| 0.9749279122 | 82 | 0.4% |
| 0.9680771189 | 357 | |
| 0.9635499925 | 10 | 0.1% |
Dia_COS
Real number (ℝ)
| Distinct | 103 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00016104788 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9486 |
| Negative (%) | 50.9% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99486932 |
| Q1 | -0.66913061 |
| median | -0.050649169 |
| Q3 | 0.68896692 |
| 95-th percentile | 0.97952994 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 1.3580975 |
Descriptive statistics
| Standard deviation | 0.70718268 |
|---|---|
| Coefficient of variation (CV) | 4391.133 |
| Kurtosis | -1.500161 |
| Mean | 0.00016104788 |
| Median Absolute Deviation (MAD) | 0.71977978 |
| Skewness | -0.00022782945 |
| Sum | 3 |
| Variance | 0.50010735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9795299413 | 714 | 3.8% |
| 0.3473052528 | 714 | 3.8% |
| 0.9189578116 | 714 | 3.8% |
| 0.8207634412 | 714 | 3.8% |
| -0.9948693234 | 714 | 3.8% |
| 0.5289640103 | 714 | 3.8% |
| 1 | 615 | 3.3% |
| 0.1514277775 | 357 | 1.9% |
| -0.8743466161 | 357 | 1.9% |
| -0.05064916884 | 357 | 1.9% |
| Other values (93) | 12658 |
| Value | Count | Frequency (%) |
| -1 | 245 | 1.3% |
| -0.9948693234 | 714 | |
| -0.9941379572 | 20 | 0.1% |
| -0.9781476007 | 204 | 1.1% |
| -0.9781476007 | 204 | 1.1% |
| -0.9749279122 | 82 | 0.4% |
| -0.9541392564 | 357 | |
| -0.9541392564 | 357 | |
| -0.9476531712 | 20 | 0.1% |
| -0.9135454576 | 204 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 615 | |
| 0.9795299413 | 714 | |
| 0.9781476007 | 204 | 1.1% |
| 0.9781476007 | 204 | 1.1% |
| 0.9766205557 | 20 | 0.1% |
| 0.9749279122 | 41 | 0.2% |
| 0.9749279122 | 41 | 0.2% |
| 0.9189578116 | 714 | |
| 0.9135454576 | 204 | 1.1% |
| 0.9135454576 | 204 | 1.1% |
Mes_SIN
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.003122472 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 1581 |
| Zeros (%) | 8.5% |
| Negative | 7803 |
| Negative (%) | 41.9% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.5 |
| median | 0 |
| Q3 | 0.8660254 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 1.3660254 |
Descriptive statistics
| Standard deviation | 0.70699548 |
|---|---|
| Coefficient of variation (CV) | -226.42172 |
| Kurtosis | -1.497013 |
| Mean | -0.003122472 |
| Median Absolute Deviation (MAD) | 0.8660254 |
| Skewness | 0.011940837 |
| Sum | -58.165409 |
| Variance | 0.49984261 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 1581 | |
| 0.8660254038 | 1581 | |
| 0.8660254038 | 1581 | |
| 1.224646799 × 10-16 | 1581 | |
| -0.5 | 1581 | |
| -1 | 1581 | |
| -0.5 | 1581 | |
| 1 | 1530 | |
| 0.5 | 1530 | |
| -0.8660254038 | 1530 | |
| Other values (2) | 2971 |
| Value | Count | Frequency (%) |
| -1 | 1581 | |
| -0.8660254038 | 1530 | |
| -0.8660254038 | 1530 | |
| -0.5 | 1581 | |
| -0.5 | 1581 | |
| 0 | 1581 | |
| 1.224646799 × 10-16 | 1581 | |
| 0.5 | 1441 | |
| 0.5 | 1530 | |
| 0.8660254038 | 1581 |
| Value | Count | Frequency (%) |
| 1 | 1530 | |
| 0.8660254038 | 1581 | |
| 0.8660254038 | 1581 | |
| 0.5 | 1530 | |
| 0.5 | 1441 | |
| 1.224646799 × 10-16 | 1581 | |
| 0 | 1581 | |
| -0.5 | 1581 | |
| -0.5 | 1581 | |
| -0.8660254038 | 1530 |
Mes_COS
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0041376563 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9384 |
| Negative (%) | 50.4% |
| Memory size | 145.7 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.8660254 |
| median | -1.8369702 × 10-16 |
| Q3 | 0.5 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 1.3660254 |
Descriptive statistics
| Standard deviation | 0.70723702 |
|---|---|
| Coefficient of variation (CV) | -170.92696 |
| Kurtosis | -1.4977643 |
| Mean | -0.0041376563 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.0087795818 |
| Sum | -77.076261 |
| Variance | 0.5001842 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 1581 | |
| 0.5 | 1581 | |
| -0.5 | 1581 | |
| -1 | 1581 | |
| -0.8660254038 | 1581 | |
| -1.836970199 × 10-16 | 1581 | |
| 0.8660254038 | 1581 | |
| 6.123233996 × 10-17 | 1530 | |
| -0.8660254038 | 1530 | |
| -0.5 | 1530 | |
| Other values (2) | 2971 |
| Value | Count | Frequency (%) |
| -1 | 1581 | |
| -0.8660254038 | 1581 | |
| -0.8660254038 | 1530 | |
| -0.5 | 1530 | |
| -0.5 | 1581 | |
| -1.836970199 × 10-16 | 1581 | |
| 6.123233996 × 10-17 | 1530 | |
| 0.5 | 1530 | |
| 0.5 | 1581 | |
| 0.8660254038 | 1581 |
| Value | Count | Frequency (%) |
| 1 | 1581 | |
| 0.8660254038 | 1441 | |
| 0.8660254038 | 1581 | |
| 0.5 | 1581 | |
| 0.5 | 1530 | |
| 6.123233996 × 10-17 | 1530 | |
| -1.836970199 × 10-16 | 1581 | |
| -0.5 | 1581 | |
| -0.5 | 1530 | |
| -0.8660254038 | 1530 |
| N_DiaMes | N_Mes | N_Ano | DiaSem_SIN | DiaSem_COS | Dia_SIN | Dia_COS | Mes_SIN | Mes_COS | DiaSem | Clasif_Lab | Clasif_Fest | Lab_PrevioFest | Lab_PostFest | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N_DiaMes | 1.000 | 0.010 | -0.000 | 0.000 | 0.000 | -0.742 | -0.106 | -0.005 | -0.010 | 0.000 | 0.000 | 0.147 | 0.174 | 0.127 |
| N_Mes | 0.010 | 1.000 | 0.000 | -0.000 | -0.000 | 0.000 | -0.002 | -0.717 | -0.325 | 0.000 | 0.000 | 0.149 | 0.138 | 0.140 |
| N_Ano | -0.000 | 0.000 | 1.000 | 0.000 | -0.000 | 0.000 | -0.000 | -0.000 | -0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| DiaSem_SIN | 0.000 | -0.000 | 0.000 | 1.000 | 0.214 | -0.000 | -0.000 | 0.000 | -0.000 | 1.000 | 1.000 | 0.048 | 0.092 | 0.099 |
| DiaSem_COS | 0.000 | -0.000 | -0.000 | 0.214 | 1.000 | -0.000 | -0.000 | -0.000 | -0.000 | 1.000 | 0.548 | 0.046 | 0.057 | 0.035 |
| Dia_SIN | -0.742 | 0.000 | 0.000 | -0.000 | -0.000 | 1.000 | 0.005 | 0.000 | -0.000 | 0.000 | 0.000 | 0.206 | 0.145 | 0.159 |
| Dia_COS | -0.106 | -0.002 | -0.000 | -0.000 | -0.000 | 0.005 | 1.000 | -0.001 | 0.002 | 0.000 | 0.000 | 0.154 | 0.117 | 0.147 |
| Mes_SIN | -0.005 | -0.717 | -0.000 | 0.000 | -0.000 | 0.000 | -0.001 | 1.000 | -0.004 | 0.000 | 0.000 | 0.159 | 0.135 | 0.146 |
| Mes_COS | -0.010 | -0.325 | -0.000 | -0.000 | -0.000 | -0.000 | 0.002 | -0.004 | 1.000 | 0.000 | 0.000 | 0.118 | 0.132 | 0.112 |
| DiaSem | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.047 | 0.091 | 0.107 |
| Clasif_Lab | 0.000 | 0.000 | 0.000 | 1.000 | 0.548 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.018 | 0.088 | 0.093 |
| Clasif_Fest | 0.147 | 0.149 | 0.000 | 0.048 | 0.046 | 0.206 | 0.154 | 0.159 | 0.118 | 0.047 | 0.018 | 1.000 | 0.001 | 0.133 |
| Lab_PrevioFest | 0.174 | 0.138 | 0.000 | 0.092 | 0.057 | 0.145 | 0.117 | 0.135 | 0.132 | 0.091 | 0.088 | 0.001 | 1.000 | 0.078 |
| Lab_PostFest | 0.127 | 0.140 | 0.000 | 0.099 | 0.035 | 0.159 | 0.147 | 0.146 | 0.112 | 0.107 | 0.093 | 0.133 | 0.078 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Fecha | DiaSem | N_DiaMes | N_Mes | N_Ano | Clasif_Lab | Clasif_Fest | Lab_PrevioFest | Lab_PostFest | DiaSem_SIN | DiaSem_COS | Dia_SIN | Dia_COS | Mes_SIN | Mes_COS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2000-01-01 | Sabado | 1 | 1 | 2000 | No Laborable | Festivo | 0 | 0 | -0.97 | -0.22 | 0.00 | 1.00 | 0.00 | 1.00 |
| 1 | 2000-01-02 | Domingo | 2 | 1 | 2000 | No Laborable | No Festivo | 0 | 0 | -0.78 | 0.62 | 0.20 | 0.98 | 0.00 | 1.00 |
| 2 | 2000-01-03 | Lunes | 3 | 1 | 2000 | Laborable | No Festivo | 0 | 0 | 0.00 | 1.00 | 0.39 | 0.92 | 0.00 | 1.00 |
| 3 | 2000-01-04 | Martes | 4 | 1 | 2000 | Laborable | No Festivo | 0 | 0 | 0.78 | 0.62 | 0.57 | 0.82 | 0.00 | 1.00 |
| 4 | 2000-01-05 | Miercoles | 5 | 1 | 2000 | Laborable | No Festivo | 1 | 0 | 0.97 | -0.22 | 0.72 | 0.69 | 0.00 | 1.00 |
| 5 | 2000-01-06 | Jueves | 6 | 1 | 2000 | Laborable | Festivo | 0 | 0 | 0.43 | -0.90 | 0.85 | 0.53 | 0.00 | 1.00 |
| 6 | 2000-01-07 | Viernes | 7 | 1 | 2000 | Laborable | No Festivo | 0 | 1 | -0.43 | -0.90 | 0.94 | 0.35 | 0.00 | 1.00 |
| 7 | 2000-01-08 | Sabado | 8 | 1 | 2000 | No Laborable | No Festivo | 0 | 0 | -0.97 | -0.22 | 0.99 | 0.15 | 0.00 | 1.00 |
| 8 | 2000-01-09 | Domingo | 9 | 1 | 2000 | No Laborable | No Festivo | 0 | 0 | -0.78 | 0.62 | 1.00 | -0.05 | 0.00 | 1.00 |
| 9 | 2000-01-10 | Lunes | 10 | 1 | 2000 | Laborable | No Festivo | 0 | 0 | 0.00 | 1.00 | 0.97 | -0.25 | 0.00 | 1.00 |
| Fecha | DiaSem | N_DiaMes | N_Mes | N_Ano | Clasif_Lab | Clasif_Fest | Lab_PrevioFest | Lab_PostFest | DiaSem_SIN | DiaSem_COS | Dia_SIN | Dia_COS | Mes_SIN | Mes_COS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18618 | 2050-12-22 | Jueves | 22 | 12 | 2050 | Laborable | No Festivo | 0 | 0 | 0.43 | -0.90 | -0.90 | -0.44 | -0.50 | 0.87 |
| 18619 | 2050-12-23 | Viernes | 23 | 12 | 2050 | Laborable | No Festivo | 0 | 0 | -0.43 | -0.90 | -0.97 | -0.25 | -0.50 | 0.87 |
| 18620 | 2050-12-24 | Sabado | 24 | 12 | 2050 | No Laborable | No Festivo | 0 | 0 | -0.97 | -0.22 | -1.00 | -0.05 | -0.50 | 0.87 |
| 18621 | 2050-12-25 | Domingo | 25 | 12 | 2050 | No Laborable | Festivo | 0 | 0 | -0.78 | 0.62 | -0.99 | 0.15 | -0.50 | 0.87 |
| 18622 | 2050-12-26 | Lunes | 26 | 12 | 2050 | Laborable | Festivo | 0 | 1 | 0.00 | 1.00 | -0.94 | 0.35 | -0.50 | 0.87 |
| 18623 | 2050-12-27 | Martes | 27 | 12 | 2050 | Laborable | No Festivo | 0 | 1 | 0.78 | 0.62 | -0.85 | 0.53 | -0.50 | 0.87 |
| 18624 | 2050-12-28 | Miercoles | 28 | 12 | 2050 | Laborable | No Festivo | 0 | 0 | 0.97 | -0.22 | -0.72 | 0.69 | -0.50 | 0.87 |
| 18625 | 2050-12-29 | Jueves | 29 | 12 | 2050 | Laborable | No Festivo | 0 | 0 | 0.43 | -0.90 | -0.57 | 0.82 | -0.50 | 0.87 |
| 18626 | 2050-12-30 | Viernes | 30 | 12 | 2050 | Laborable | No Festivo | 0 | 0 | -0.43 | -0.90 | -0.39 | 0.92 | -0.50 | 0.87 |
| 18627 | 2050-12-31 | Sabado | 31 | 12 | 2050 | No Laborable | No Festivo | 0 | 0 | -0.97 | -0.22 | -0.20 | 0.98 | -0.50 | 0.87 |